CVE-2021-29544

LOW

Google Tensorflow < 2.4.2 - Improper Condition Check

Title source: rule
STIX 2.1

Description

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`. This is because the implementation does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to `QuantizeAndDequantizePerChannelGradientImpl`. However, the `vec<T>` method, requires the rank to 1 and triggers a `CHECK` failure otherwise. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version.

Scores

CVSS v3 2.5
EPSS 0.0003
EPSS Percentile 7.6%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L

Details

CWE
CWE-754
Status published
Products (4)
google/tensorflow 2.4.0 - 2.4.2
pypi/tensorflow 2.4.0 - 2.4.2PyPI
pypi/tensorflow-cpu 2.4.0 - 2.4.2PyPI
pypi/tensorflow-gpu 2.4.0 - 2.4.2PyPI
Published May 14, 2021
Tracked Since Feb 18, 2026